EP3664427A1 - Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image - Google Patents

Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image Download PDF

Info

Publication number
EP3664427A1
EP3664427A1 EP19217636.0A EP19217636A EP3664427A1 EP 3664427 A1 EP3664427 A1 EP 3664427A1 EP 19217636 A EP19217636 A EP 19217636A EP 3664427 A1 EP3664427 A1 EP 3664427A1
Authority
EP
European Patent Office
Prior art keywords
color
image
image processing
processing methods
calibration
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP19217636.0A
Other languages
German (de)
English (en)
Inventor
Asako Hashizume
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Canon Inc
Original Assignee
Canon Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from JP2012251884A external-priority patent/JP6041633B2/ja
Priority claimed from JP2012251883A external-priority patent/JP2014099830A/ja
Application filed by Canon Inc filed Critical Canon Inc
Publication of EP3664427A1 publication Critical patent/EP3664427A1/fr
Pending legal-status Critical Current

Links

Images

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H04N1/00007—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for relating to particular apparatus or devices
    • H04N1/00015—Reproducing apparatus
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K15/00—Arrangements for producing a permanent visual presentation of the output data, e.g. computer output printers
    • G06K15/02—Arrangements for producing a permanent visual presentation of the output data, e.g. computer output printers using printers
    • G06K15/18—Conditioning data for presenting it to the physical printing elements
    • G06K15/1867—Post-processing of the composed and rasterized print image
    • G06K15/1872—Image enhancement
    • G06K15/1878—Adjusting colours
    • G—PHYSICS
    • G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03G—ELECTROGRAPHY; ELECTROPHOTOGRAPHY; MAGNETOGRAPHY
    • G03G15/00—Apparatus for electrographic processes using a charge pattern
    • G03G15/01—Apparatus for electrographic processes using a charge pattern for producing multicoloured copies
    • G—PHYSICS
    • G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03G—ELECTROGRAPHY; ELECTROPHOTOGRAPHY; MAGNETOGRAPHY
    • G03G15/00—Apparatus for electrographic processes using a charge pattern
    • G03G15/50—Machine control of apparatus for electrographic processes using a charge pattern, e.g. regulating differents parts of the machine, multimode copiers, microprocessor control
    • G03G15/5033—Machine control of apparatus for electrographic processes using a charge pattern, e.g. regulating differents parts of the machine, multimode copiers, microprocessor control by measuring the photoconductor characteristics, e.g. temperature, or the characteristics of an image on the photoconductor
    • G03G15/5041—Detecting a toner image, e.g. density, toner coverage, using a test patch
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H04N1/00007—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for relating to particular apparatus or devices
    • H04N1/00023—Colour systems
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H04N1/00026—Methods therefor
    • H04N1/00031—Testing, i.e. determining the result of a trial
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H04N1/00026—Methods therefor
    • H04N1/00034—Measuring, i.e. determining a quantity by comparison with a standard
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H04N1/00026—Methods therefor
    • H04N1/00045—Methods therefor using a reference pattern designed for the purpose, e.g. a test chart
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H04N1/00026—Methods therefor
    • H04N1/00063—Methods therefor using at least a part of the apparatus itself, e.g. self-testing
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H04N1/00071—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for characterised by the action taken
    • H04N1/00082—Adjusting or controlling
    • H04N1/00087—Setting or calibrating
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H04N1/56—Processing of colour picture signals
    • H04N1/60—Colour correction or control
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H04N1/56—Processing of colour picture signals
    • H04N1/60—Colour correction or control
    • H04N1/603—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer
    • H04N1/6033—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H04N1/56—Processing of colour picture signals
    • H04N1/60—Colour correction or control
    • H04N1/603—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer
    • H04N1/6033—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis
    • H04N1/6036—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis involving periodic tests or tests during use of the machine
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H04N1/56—Processing of colour picture signals
    • H04N1/60—Colour correction or control
    • H04N1/603—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer
    • H04N1/6033—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis
    • H04N1/6038—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis for controlling interaction among colorants
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H04N1/56—Processing of colour picture signals
    • H04N1/60—Colour correction or control
    • H04N1/603—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer
    • H04N1/6033—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis
    • H04N1/6044—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis involving a sensor integrated in the machine or otherwise specifically adapted to read the test pattern
    • G—PHYSICS
    • G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03G—ELECTROGRAPHY; ELECTROPHOTOGRAPHY; MAGNETOGRAPHY
    • G03G2215/00—Apparatus for electrophotographic processes
    • G03G2215/00025—Machine control, e.g. regulating different parts of the machine
    • G03G2215/00029—Image density detection
    • G03G2215/00059—Image density detection on intermediate image carrying member, e.g. transfer belt
    • G—PHYSICS
    • G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03G—ELECTROGRAPHY; ELECTROPHOTOGRAPHY; MAGNETOGRAPHY
    • G03G2215/00—Apparatus for electrophotographic processes
    • G03G2215/00025—Machine control, e.g. regulating different parts of the machine
    • G03G2215/00029—Image density detection
    • G03G2215/00063—Colour
    • G—PHYSICS
    • G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03G—ELECTROGRAPHY; ELECTROPHOTOGRAPHY; MAGNETOGRAPHY
    • G03G2215/00—Apparatus for electrophotographic processes
    • G03G2215/00025—Machine control, e.g. regulating different parts of the machine
    • G03G2215/00029—Image density detection
    • G03G2215/00067—Image density detection on recording medium
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N2201/00—Indexing scheme relating to scanning, transmission or reproduction of documents or the like, and to details thereof
    • H04N2201/0077—Types of the still picture apparatus
    • H04N2201/0094—Multifunctional device, i.e. a device capable of all of reading, reproducing, copying, facsimile transception, file transception

Definitions

  • the present invention relates to a color image processing apparatus for correcting a color in an image output from a printer, a control method for the color image processing apparatus, and a program for creating image processing parameters.
  • LUT look-up table
  • single-color calibration which refers to a color represented using a single cyan (C), magenta (M), yellow (Y), or black (K) toner, allows correction of the reproduction characteristics of a single-color image, such as maximum density and gradation.
  • multi-color refers to a representation of a color produced using a plurality of toners, such as red, green, or blue, which is made up of two of cyan, magenta, and yellow, or gray, which is made up of cyan, magenta, and yellow.
  • a "multi-color” representation produced using a plurality of toners may exhibit a non-linear difference.
  • Multi-color calibration corrects the color reproduction characteristics of a multi-color image represented with a combination (such as superimposition) of a plurality of colors of toners.
  • a patch image is printed on a recording medium such as a sheet of paper using chart data formed of a single color.
  • the patch image is an image for measurement having a certain area with a single density.
  • a plurality of such patch images are generated with different colors, and are printed on a recording medium.
  • An image formed in this way is referred to as a "pattern image”.
  • a recording medium such as a sheet of paper having a pattern image printed thereon is scanned by a scanner or a sensor to read patch images.
  • One-dimensional LUTs are created in which data obtained by reading the patch images is compared with preset target values to correct the differences from the target values.
  • patch images are printed on a recording medium using multi-color chart data that reflects the previously created one-dimensional LUTs, and are read using a scanner or a sensor.
  • a four-dimensional LUT is created in which data obtained by reading the patch images is compared with preset target values to correct the differences from the target values.
  • the image processing methods mainly include two types, e.g., error diffusion and dithering, to implement a pseudo-halftone process.
  • the image processing methods give different gradation characteristics for error diffusion and dithering. Different image processing methods cause the reproducibility of a color to differ.
  • correction LUTs are used for the respective image processing methods. In other words, calibration is required for every image processing method. However, performing calibration for every image processing method is time and labor consuming. In addition, a large number of consumables such as sheets and toner are also required.
  • Japanese Patent Laid-Open No. 2000-101836 discloses that single-color calibration is performed for one type of image processing method and correction LUTs for the other types of image processing methods are created using conversion tables for image processing methods, which are created by experiment in advance. Thus, LUTs may be created without an increase in user workload.
  • multi-color calibration in a way similar to that for single-color calibration results in an increase in the number of sheets to be used or the amount of toner.
  • multi-color calibration may require consumables such as sheets and toner, and also require a substantial amount of time to perform calibration and user effort as well.
  • the present invention in its first aspect provides a color image processing apparatus as specified in claims 1 to 8.
  • the present invention in its second aspect provides a control method for a color image processing apparatus as specified in claims 9 to 16.
  • the present invention in its third aspect provides a program as specified in claim 17.
  • multi-color calibration which constitutes a feature of this exemplary embodiment, will be described by comparison with single-color calibration.
  • single-color calibration As described in the previous section, it is anticipated that when multi-color calibration is executed, single-color calibration has been completed and gradations of single colors have been corrected. Since the reproduction characteristics of single-color images are more likely to be affected by image processing methods, single-color calibration needs to be performed for each type of image processing method. In addition, due to the unstable color reproducibility of highlight colors, for example, it is required to increase the number of patch images in a highlighted area.
  • a multi-color patch image that is formed when multi-color calibration is executed has a high dot percentage (greater than or equal to 10 to 15%) because of the overlapping of color plates.
  • the formation of a multi-color patch image thus causes less color difference in accordance with a difference in image processing method than the formation of a single-color patch image.
  • multi-color calibration may be a process for correcting a deviation of reproduction characteristics which is caused by changes in the state of an engine.
  • multi-color calibration uses a color of a mixture of cyan, magenta, yellow, and black for correction.
  • Fig. 1 is a configuration diagram of a system according to this exemplary embodiment.
  • a multifunction printer (MFP) 101 which is a color image processing apparatus in which cyan, magenta, yellow, and black (hereinafter referred to as "C", “M”, “Y”, and “K”, respectively) toners are used, is connected to another network-based device via a network 123.
  • a personal computer (PC) 124 is connected to the MFP 101 via the network 123.
  • a printer driver 125 in the PC 124 transmits print data to the MFP 101.
  • a network interface (I/F) 122 receives print data and so forth.
  • a controller 102 includes a central processing unit (CPU) 103, a renderer 112, and an image processing unit 114.
  • CPU central processing unit
  • an interpreter 104 interprets a page description language (PDL) portion of received print data, and generates intermediate language data 105.
  • PDL page description language
  • a color management system (CMS) 106 performs color conversion using a source profile 107 and a destination profile 108, and generates intermediate language data (post-CMS) 111.
  • a CMS is configured to perform color conversion using profile information described below.
  • the source profile 107 is a profile for converting a device-dependent color space such as the RGB or CMYK color space into a device-independent color space defined by the International Commission on Illumination (CIE), such as the L*a*b* (hereinafter referred to as "Lab”) or XYZ color space.
  • the XYZ color space is a device-independent color space like the Lab color space, and provides a color representation using tristimulus values.
  • the destination profile 108 is a profile for converting a device-independent color space into the CMYK color space, which is dependent on a device (a printer 115).
  • a CMS 109 performs color conversion using a device link profile 110, and generates intermediate language data (post-CMS) 111.
  • the device link profile 110 is a profile for converting a device-dependent color space such as the RGB or CMYK color space directly into the CMYK color space, which is dependent on a device (the printer 115). Which of the CMS 106 and the CMS 109 is to be selected depends on the settings in the printer driver 125.
  • CMSs are classified by profile type (the profiles 107, 108, and 110).
  • profile type the profiles 107, 108, and 110.
  • one CMS may handle a plurality of types of profiles.
  • the types of profiles are not limited to the examples given in this exemplary embodiment, and any type of profile may be used so long as the CMYK color space, which is dependent on the printer 115, is used.
  • the renderer 112 generates a raster image 113 from the generated intermediate language data (post-CMS) 111.
  • the image processing unit 114 performs image processing on the raster image 113 or an image read using a scanner 119. The details of the image processing unit 114 will be described below.
  • the printer 115 connected to the controller 102 is a printer configured to form a color image based on output data on a sheet of paper using colored toners such as C, M, Y, and K toners.
  • the printer 115 includes a sheet feeding unit 116 configured to feed sheets, a sheet ejecting unit 117 configured to eject a sheet on which an image is formed, and a measurement unit 126.
  • the measurement unit 126 includes a sensor 127 serving as a color measurement unit configured to acquire spectral reflectance and values of a device-independent color space such as the Lab or XYZ color space, and is controlled by a CPU 129 configured to control the printer 115.
  • the measurement unit 126 measures a patch image printed on a recording medium such as a sheet of paper using the printer 115.
  • the patch image is an image for measurement having a certain area with a single density. A plurality of such patch images are generated with different colors, and are printed on a recording medium. An image formed in this way is referred to as a "pattern image".
  • the pattern image is read using the sensor 127 included in the measurement unit 126, and numerical information on read values is transmitted to the controller 102.
  • the controller 102 performs computation using the numerical information, and uses the results of the computation to execute single-color calibration or multi-color calibration.
  • a display device 118 is a user interface (UI) on which instructions presented to the user or the state of the MFP 101 is displayed.
  • the display device 118 is used to execute single-color calibration or multi-color calibration described below.
  • the scanner 119 is a scanner including an auto document feeder.
  • the scanner 119 irradiates a bundle of document images or one document image with light from a light source (not illustrated), and forms a reflected document image on a solid-state imaging element such as a charge coupled device (CCD) sensor using a lens. Further, the scanner 119 obtains a raster image read signal from the solid-state imaging element as image data.
  • a light source not illustrated
  • CCD charge coupled device
  • An input device 120 is an interface through which an input is received from the user. Part of the input device 120 may be formed as a touch panel, and may be integrally formed with the display device 118.
  • a storage device 121 saves data processed by the controller 102, data received by the controller 102, and so forth.
  • a measurement device 128 is an external device used for measurement which is connected to the network 123 or the PC 124. Similarly to the measurement unit 126, the measurement device 128 is configured to acquire spectral reflectance and values of a device-independent color space such as the Lab or XYZ color space.
  • Fig. 2 illustrates the workflow for image processing to be performed on the raster image 113 or an image read using the scanner 119.
  • the workflow for processing illustrated in Fig. 2 is implemented by being executed by an application specific integrated circuit (ASIC) (not illustrated) in the image processing unit 114.
  • ASIC application specific integrated circuit
  • step S201 image data is received. Then, in step S202, it is determined whether the received data is scan data received from the scanner 119 or represents the raster image 113 sent from the printer driver 125.
  • the received data represents the raster image 113 which is bitmap-developed by the renderer 112, and the raster image 113 is converted into a CMYK image 211 which has undergone conversion into CMYK dependent on a printer device by a CMS.
  • the received data is scan data
  • the received data represents an RGB image 203.
  • a color conversion process is performed to generate a common RGB image 205.
  • the common RGB image 205 is defined by the RGB color space, which is device-dependent, and can be converted into a device-independent color space such as the Lab color space by computation.
  • step S206 a text determination process is performed to generate text determination data 207.
  • edges and so forth in the image are detected to generate the text determination data 207.
  • step S208 a filtering process is performed on the common RGB image 205 using the text determination data 207.
  • different filtering processes are performed on text portions and non-text portions using the text determination data 207.
  • a background removal process is performed in step S209, and a color conversion process is further performed in step S210 to generate a CMYK image 211 from which the background has been removed.
  • a 4D-LUT is a four-dimensional look-up table (LUT) used to convert a certain combination of signal values that are used to output C, M, Y, and K toners into a different combination of signal values for C, M, Y, and K toners.
  • the 4D-LUT 217 is generated through "multi-color calibration" described below. The use of a 4D-LUT enables the correction of a "multi-color" image represented in a color produced using a plurality of toners.
  • step S213 the image processing unit 114 corrects the gradation characteristics of each of single colors of C, M, Y, and K using a 1D-LUT 218.
  • a 1D-LUT is a one-dimensional look-up table (LUT) used to correct each of the respective C, M, Y, and K colors (single colors).
  • the 1D-LUT is generated by means of "single-color calibration" described below.
  • step S214 the image processing unit 114 performs a halftone process such as a screen process or an error diffusion process to create a CMYK image (binary) 215.
  • step S216 the image data is transmitted to the printer 115.
  • Single-color calibration for correcting the gradation characteristics of a single-color image output from the printer 115 will be described with reference to Fig. 3 .
  • the single-color calibration enables the correction of the color reproduction characteristics of a single-color image, such as maximum density characteristics and gradation characteristics.
  • the reproduction characteristics of the respective colors of C, M, Y, and K toners, which are used in the printer 115, are corrected together during the execution of the calibration process. In other words, the process illustrated in Fig. 3 is executed at one time in accordance with the respective C, M, Y, and K colors.
  • Fig. 3 illustrates the workflow for a process for creating the 1D-LUT 218 used to correct the gradation characteristics of a single color.
  • the workflow for the process illustrated in Fig. 3 is implemented by being executed by the CPU 103, and the created 1D-LUT 218 is saved in the storage device 121.
  • an instruction presented to the user is displayed on a UI using the display device 118, and an instruction from the user is received through the input device 120.
  • step S301 chart data (A) 302 that is stored in the storage device 121 is acquired.
  • the chart data (A) 302 is used to correct the maximum densities of respective single colors, and has signal values (for example, 255) at which maximum density data of "single colors" of C, M, Y, and K is obtained.
  • step S303 the image processing unit 114 executes image processing on the chart data (A) 302 to print a chart image (A) 304, which is a pattern image, using the printer 115.
  • Fig. 5A illustrates an example 501 in which the chart data (A) 302 is printed, and patch images 502, 503, 504, and 505 are printed at maximum densities of C, M, Y, and K colors, respectively.
  • the chart image (A) 304 which is a pattern image, includes a plurality of patch images.
  • the image processing unit 114 performs a halftone process in step S214 but does not perform a 1D-LUT correction process in step S213 or a 4D-LUT correction process in step S212.
  • step S305 the density of a printed version of the chart image (A) 304 is measured using the scanner 119 or the sensor 127 in the measurement unit 126 to obtain measured values (A) 306.
  • the measured values (A) 306 are density values of respective C, M, Y, and K colors.
  • step S307 the maximum densities of the measured values (A) 306 of the respective colors are corrected using the measured values (A) 306 and preset target values (A) 308 of the maximum density values.
  • the device setting values of the printer 115 such as laser output and developing bias, are adjusted so that the maximum densities approach the target values (A) 308.
  • chart data (B) 310 stored in the storage device 121 is acquired.
  • the chart data (B) 310 has signal values of gradation data of "single colors" of C, M, Y, and K.
  • Fig. 5B illustrates an example of a chart image (B) 312, which is a pattern image having patch images printed on a recording medium using the chart data (B) 310.
  • Fig. 5B an example 506 of a printed version of the chart image (B) 312 having patch images printed on a recording medium using the chart data (B) 310 is illustrated.
  • Fig. 5B an example 506 of a printed version of the chart image (B) 312 having patch images printed on a recording medium using the chart data (B) 310 is illustrated. In the illustration of Fig.
  • patch images 507, 508, 509, and 510 and the right continuous gradation data items are composed of gradation data of the respective C, M, Y, and K colors.
  • the chart image (B) 312, which is a pattern image, includes a plurality of patch images.
  • step S311 the image processing unit 114 executes image processing on the chart data (B) 310 to print the chart image (B) 312 using the printer 115.
  • the image processing unit 114 performs a halftone process in step S214 but does not perform a 1D-LUT correction process in step S213 or a 4D-LUT correction process in step S212.
  • the printer 115 has performed maximum density correction in step S307, thus allowing the maximum densities to exhibit values equivalent to the target values (A) 308.
  • step S313 measurement is performed using the scanner 119 or the sensor 127 to obtain measured values (B) 314.
  • the measured values (B) 314 are density values obtained from the gradations of each of C, M, Y, and K colors.
  • step S315 the 1D-LUT 218 for correcting the gradations of the single colors is created using the measured values (B) 314 and preset target values (B) 316.
  • Multi-color calibration for correcting the characteristics of a multi-color image output from the printer 115 will be described with reference to Fig. 4 .
  • Multi-color calibration enables the correction of the reproduction characteristics of a multi-color image represented with a combination (such as superimposition) of a plurality of colors of toners.
  • the workflow for the following process is implemented by being executed by the CPU 103 in the controller 102.
  • the acquired 4D-LUT 217 is saved in the storage device 121.
  • an instruction presented to the user is displayed on a UI using the display device 118, and an instruction from the user is received through the input device 120.
  • Multi-color calibration allows the correction of a multi-color image output from the printer 115 after the completion of single-color calibration. To this end, it is desirable that multi-color calibration be performed immediately after single-color calibration has been performed.
  • step S401 information on "multi-color" chart data (C) 402, which is stored in the storage device 121, is acquired.
  • the chart data (C) 402 is data used for multi-color correction, and has "multi-color" signal values that are formed of a combination of C, M, Y, and K.
  • Fig. 5C illustrates an example of a chart image (C) 404, which is a pattern image having a plurality of patch images printed on a recording medium using the chart data (C) 402.
  • Fig. 5C an example 511 of a printed version of the chart data (C) 402 is illustrated, and a patch image 512 and all the patch images printed on the example 511 are multi-color images formed of combinations of C, M, Y, and K.
  • the chart image (C) 404 which is a pattern image, includes a plurality of patch images.
  • step S403 the image processing unit 114 executes image processing on the chart data (C) 402 to print the chart image (C) 404 using the printer 115. Since multi-color calibration allows the correction of the multi-color characteristics of the device after single-color calibration has been carried out, the image processing unit 114 executes image processing using the 1D-LUT 218 created when single-color calibration is executed.
  • step S405 multi-color measurement of a printed version of the chart image (C) 404 is performed using the scanner 119 or the sensor 127 in the measurement unit 126 to acquire measured values (C) 406.
  • the measured values (C) 406 indicate the multi-color characteristics of the printer 115 after single-color calibration has been carried out.
  • the measured values (C) 406 are also values in a device-independent color space, which is implemented as the Lab color space in this exemplary embodiment. In a case where the scanner 119 is used, RGB values are converted into Lab values using a 3D-LUT or the like (not illustrated).
  • a Lab ⁇ CMY 3D-LUT 409 stored in the storage device 121 is acquired, and a Lab ⁇ CMY 3D-LUT (corrected) 410 is created that reflects the differences between the measured values (C) 406 and preset target values (C) 408.
  • the Lab ⁇ CMY 3D-LUT is a three-dimensional LUT in which a CMY value corresponding to an input Lab value is output.
  • CMY ⁇ Lab 3D-LUT 412 stored in the storage device 121 is acquired and is subjected to computation using the Lab ⁇ CMY 3D-LUT (corrected) 410. Accordingly, a CMYK ⁇ CMYK 4D-LUT 217 is created.
  • the CMY ⁇ Lab 3D-LUT is a three-dimensional LUT in which a Lab value corresponding to an input CMY value is output.
  • a CMY ⁇ CMY 3D-LUT is created from the CMY ⁇ Lab 3D-LUT 412 and the Lab ⁇ CMY 3D-LUT (corrected) 410. Then, the CMYK ⁇ CMYK 4D-LUT 217 is created so that the input value of K coincides with the output value of K.
  • the CMY ⁇ CMY 3D-LUT is a three-dimensional LUT in which a corrected CMY value corresponding to an input CMY value is output.
  • Fig. 6 illustrates an example of display on a UI for the selective execution of single-color calibration and multi-color calibration.
  • Fig. 10 illustrates a UI screen 1001 that is displayed using the display device 118.
  • a button 1002 is used to receive the start of single-color calibration, and a button 1003 is used to receive the start of multi-color calibration.
  • a button 1004 is a calibration start receiving button for executing multi-color calibration after the execution of single-color calibration.
  • buttons 1004 When the button 1004 is selected, single-color calibration is started and executed. After that, multi-color calibration is started.
  • the chart image (C) 404 for multi-color calibration is printed after the completion of single-color calibration, thereby starting multi-color calibration.
  • a button for allowing the user to start multi-color calibration may be displayed on a UI screen, and multi-color calibration may be started after the user has pressed the button.
  • buttons 1002 and 1003 are selected. If the button 1002 is selected, only single-color calibration is executed. Likewise, if the button 1003 is selected, only multi-color calibration is executed.
  • the chart image (C) 404 that is used to execute multi-color calibration is printed using the 1D-LUT 218 created through single-color calibration. Desirably, therefore, multi-color calibration is performed immediately after the reproduction characteristics of single-color images have been corrected immediately after the execution of single-color calibration, and the reproduction characteristics of a multi-color image are corrected.
  • executing two types of calibration increases the processing time taken for the user to perform calibration.
  • either single-color calibration or multi-color calibration is executed in accordance with the user's operating environment. This results in a situation where the two types of calibration are executed with different frequencies. For example, a user having more opportunities for single-color printing less frequently executes multi-color calibration. A user having more opportunities for multi-color printing, such as photographic printing, more frequently executes multi-color calibration.
  • timing at which the selection of a color correction menu is allowed may be controlled.
  • An image processing apparatus is typically in turned-off state during nighttime and in turn-on state during daytime.
  • a user is allowed to select only the button 1004 when the main power switch of the MFP 101 is turned on and power is supplied.
  • a user may be allowed to select only the button 1004 unless both types of calibration are executed within a predetermined time period.
  • a user may also be allowed to select only the button 1004 unless both types of calibration are executed before printing is executed using a predetermined number of sheets.
  • single-color calibration and multi-color calibration may be automatically executed in sequence in the following cases: when a predetermined time period has elapsed, when printing is executed using a predetermined number of sheets, and when power is supplied.
  • a user is allowed to select only the button 1004 when executing calibration to facilitate the execution of multi-color calibration immediately after the execution of single-color calibration at predetermined time intervals.
  • the operation illustrated in Fig. 6 is executed in accordance with an instruction that multi-color calibration be executed after the execution of single-color calibration in response to the selection of the button 1004 illustrated in Fig. 10 .
  • Fig. 6 is a flowchart illustrating the workflow for a process according to this exemplary embodiment.
  • a control program (not illustrated) for implementing this exemplary embodiment is stored in the storage device 121.
  • the control program is loaded onto a random access memory (RAM) (not illustrated), and is executed by the CPU 103.
  • RAM random access memory
  • step S600 single-color calibration described with reference to Fig. 3 is executed.
  • the image processing unit 114 performs a desired type of image processing method, and the 1D-LUT 218 is created after step S315.
  • step S601 it is determined whether a 1D-LUT 218 has been generated for all the image processing methods to be applied. If a 1D-LUT 218 for all the image processing methods to be applied has not been updated, the process returns to step S600, and single-color calibration is continuously performed.
  • the process starts with the gradation correction of step S309 while skipping the correction of maximum densities (steps S301 to S307), because the results of correction of maximum densities are the same regardless of which image processing method is be used to output a chart image in order to update a 1D-LUT.
  • the image processing unit 114 selects an image processing method for which a chart image has not yet been output to execute single-color calibration.
  • step S600 is repeatedly performed a plurality of times to update the 1D-LUT 218 for a plurality of types of available image processing methods.
  • calibration may be repeatedly performed until completed using a chart image output by using the image processing method of the specified use.
  • FIG. 9A and 9B illustrate examples of dither patterns generated using a pseudo-halftone process that is executed using dither matrices with different number of lines and different angles.
  • Image processing method 1 with the smallest number of lines has high stability, and image processing method 2 having a larger number of lines is less likely to interfere with the period of an input image than image processing method 1.
  • Image processing method 3 with the largest number of lines realizes high smoothness for the edges of characters. In this manner, each individual image processing method has a unique feature, and an optimum image processing method is used in accordance with a type of job or an object for an output image.
  • An image processing method for multi-color charts will be described in detail below.
  • step S601 If it is determined in step S601 that the 1D-LUT 218 for all the image processing methods has been updated, the process proceeds to step S602, in which an image processing method for a chart image used for multi-color calibration is determined.
  • a plurality of image processing methods are available, and one of them may be selected, or an image processing method for multi-color correction may be set in advance.
  • Fig. 9A illustrates dither matrices used in the former case. Specifically, image processing method 2 with an intermediate number of lines, which is one of the image processing methods used to create chart images used for single-color calibration, is selected and is used to output a chart image used for multi-color calibration.
  • Fig. 9B illustrates dither matrices used in the latter case.
  • an image processing method used to output a chart image used for multi-color calibration is separate from image processing methods used to create chart images used for single-color calibration.
  • the image processing methods other than a first image processing method are used to output chart images used for single-color calibration.
  • the first image processing method is used to output a chart image used for multi-color calibration.
  • an image processing method to be selected when a chart image used for multi-color calibration is output is generally determined in advance, and may be changed by a user, as desired.
  • dither patterns used for each image processing method differ depending on C, M, Y, and K.
  • Figs. 9A and 9B typical kinds of patterns are illustrated in order to give the respective features of the image processing methods.
  • a predetermined combination of respective image processing methods for C, M, Y, and K is selected as a set.
  • image processing method is hereinafter used to refer to a set of respective image processing methods for C, M, Y, and K.
  • step S603 After an image processing method is determined in step S602, the process proceeds to step S603, in which multi-color calibration is executed.
  • the details of the multi-color calibration executed in step S603 are as given in Fig. 4 .
  • image processing is performed by applying the multi-color image processing method determined in step S602. Changes in color in a multi-color image more largely reflect changes in the state of an engine than differences between image processing methods. For this reason, each color is corrected using only one type of image processing method to achieve the effect of multi-color calibration.
  • a plurality of types of image processing methods including not only the dithering methods described with reference to Figs. 9A and 9B but also the error diffusion methods and the frequency modulation (FM) screening methods may be used.
  • FM frequency modulation
  • correction is performed using only a chart image output by using one selected type of image processing method instead of using a plurality of chart images output by using all the image processing methods.
  • the above correction may suppress an increase in the number of sheets to be used or the amount of toner to be used while achieving the effect of correction, and correct the reproduction characteristics of a multi-color image without increasing the user effort.
  • the reproduction characteristics of single-color images are corrected using the results of measurement performed using chart images created using all the image processing methods.
  • the reproduction characteristics of single-color images can be accurately corrected, and thus the correction accuracy in multi-color calibration, before which single-color calibration has been appropriately performed, may also be maintained.
  • multi-color calibration is performed using a chart image output by using the most frequently used image processing method in accordance with analysis of the user's operating state.
  • the reproduction characteristics of a multi-color image may be less affected by a difference in image processing method.
  • the most accurate correction is achievable for the image processing method used when a chart image for calibration is output.
  • a chart image for multi-color calibration is output by using an image processing method that is frequently used by the user, thereby enabling implementation of multi-color calibration which is the most effective to the user.
  • Fig. 7 is a flowchart illustrating the workflow for a process according to this exemplary embodiment.
  • the difference from the first exemplary embodiment is that the user's operating state is analyzed in step S701 prior to the execution of multi-color calibration.
  • the analysis of the user's operating state in step S701 will be described in detail with reference to Fig. 8 .
  • Fig. 8 illustrates the workflow for data collection to analyze the user's operating state in step S701.
  • a program for analyzing the user's operating state in step S701 is stored in the storage device 121.
  • the program is loaded onto a RAM (not illustrated), and is executed by the CPU 103.
  • the following description will be given of the case where the raster image 113 sent from the printer driver 125 is printed, by way of example.
  • step S801 it is determined whether there are multiple image processing methods to be used when image data of one page is printed, that is, whether the switching of image processing methods is to be performed when image data of one page to be printed is formed.
  • step S801 Since the switching of image processing methods is generally performed in accordance with image area data of an input image, whether the switching of image processing methods is to be performed is determined by referring to the image area data. Alternatively, whether the switching of image processing methods is to be performed may be determined using the other output settings, if any. If it is determined in step S801 that there is no switching of image processing methods within a page, the process proceeds to step S804. In step S804, only one type of image processing method to be used in the output operation is counted. The result of count is stored in the storage device 121. If it is determined in step S801 that there is switching of image processing methods within a page, the process proceeds to step S802.
  • step S802 the use rates of various image processing methods within a page ("intra-page use rates") are acquired.
  • intra-page use rate refers to the use rate of each image processing method for the printing of one page.
  • step S803 If each of the intra-page use rates of the individual image processing methods acquired in step S802 is greater than or equal to a threshold value, the process proceeds to step S803. Then, in step S803, all the image processing methods to be used are counted. If the intra-page use rate of a specific image processing method among the intra-page use rates of the respective image processing methods acquired in step S802 is greater than or equal to the threshold value, the process proceeds to step S804. Then, in step S804, only a specific image processing method having a high intra-page use rate is counted.
  • the threshold value used to determine whether each of the intra-page use rates is high is determined in advance. For example, the threshold value may be set to 30%.
  • an image processing method having an intra-page use rate of 30% or more is an image processing method having a high intra-page use rate
  • an image processing method having an intra-page use rate of less than 30% is an image processing method having a low intra-page use rate.
  • step S702 the image processing method most frequently used in a period during which data was collected is determined from the data collected in step S701.
  • the use rates of the individual image processing methods are obtained by determining the ratio of the number (count) of times each of the image processing methods has been used to the number (total count) of times all the image processing methods have been used.
  • the period of counting (the period during which data is collected) may be a period from the previous execution of multi-color calibration to the analysis of the user's operating state in step S701, or may be a predetermined period such as one month. If a small number of people share the electrophotographic device (xerographic printer), it may be effective to use the count number obtained for a short period.
  • step S703 in which multi-color calibration is executed.
  • the details of this processing are similar to that given in Fig. 4 ; when image processing is executed in step S403, the image processing method determined in step S702 is applied.
  • the user's operating state is analyzed in a manner similar to that in the second exemplary embodiment.
  • a chart image is reconfigured in accordance with the operating state. Specifically, for an image processing method with a high frequency of use, correction is made using a chart image on which a relatively large number of patch images are printed. For an image processing method with a low frequency of use, a chart image is reconfigured with a reduced number of patch images.
  • a chart image is reconfigured in step S702 in which an image processing method for multi-color charts is determined.
  • step S701 After the acquisition of the use rates of image processing methods is completed in step S701 in Fig. 7 , the process proceeds to step S702.
  • An image processing method for a chart image used for multi-color calibration is determined in the following way: Patch images included in a chart image used for multi-color calibration are rearranged in accordance with the use rates of the respective image processing methods, and the chart image is reconfigured.
  • step S702 the ratio of the counts of the number of times various image processing methods have been used is acquired from the use rates acquired in step S701.
  • step S702 a multi-color chart image is reconfigured in accordance with the use rates of the image processing methods obtained in step S701.
  • the reconfiguration of the multi-color chart image may allow chart images to be output with a smaller number of sheets than that before the reconfiguration by using a plurality of image processing methods.
  • the printer 115 supports three types of image processing methods, image processing methods for image formation A, image formation B, and image formation C.
  • image processing methods for image formation A image processing methods for image formation A
  • image formation B image formation methods for image formation A
  • image formation C image formation C
  • the following situation is considered:
  • One chart image is used for multi-color calibration to be executed for each image processing method before reconfiguration, and 200 patches are formed on the chart image. Since three types of image processing methods are available, a total of three chart images are printed for multi-color calibration before the reconfiguration of the chart image.
  • a first example will be described in which the ratio of the counts of the numbers of times the image processing methods for image formation A, image formation B, and image formation C, which are acquired in step S701, have been used is 6:1:3.
  • the frequency of use of the image processing methods for image formation B is low, a chart image to be used for multi-color calibration is not output by using this image processing method.
  • the chart image formed by using this image processing method is thus excluded from the chart images to be used for multi-color calibration. In this manner, the number of chart images to be used for multi-color calibration may be reduced to two in total without reconfiguring the arrangement of the patch images.
  • the number of patches to be printed per sheet may be reduced to 100 by evenly decimating the patch images from 200 patches.
  • patch data in a case where the number of patches to be printed per chart image is 100 may be saved in advance in the storage device 121, and may be read.
  • the number of patches need not be reduced below the minimum number of patches required to maintain calibration accuracy.
  • the minimum number of patches required to maintain calibration accuracy is approximately 80 to 100.
  • correction is performed using a chart image on which a relatively large number of patch images are printed.
  • correction may be performed using a chart image reconfigured with a reduced number of patches. This may suppress an increase in the amount of consumption of sheets and toner, and enable efficient correction without increasing the user effort.
  • step S703 the details of multi-color calibration in step S703 with the use of this technique are similar to those illustrated in Fig. 4 .
  • a chart image used for multi-color calibration is output in step S403
  • the multi-color chart image reconfigured in step S702 is used.
  • the 4D-LUT 217 is created for one or more types of image processing methods. However, depending on the results of the analysis of the operating state acquired in step S701, there may be an image processing method for which no patch images are formed and thus no 4D-LUT 217 is created. To address this concern, in a case where an output that uses an image processing method which has not been used for the creation of the 4D-LUT 217 is corrected, a 4D-LUT 217 created using any other image processing method is used instead. In this case, the 4D-LUT 217 for the image processing method which has been corrected using the largest number of patches may be used instead, or the 4D-LUT 217 for an image processing method having a similar feature may be used instead.
  • a chart image to be used for multi-color calibration is reconfigured in accordance with the results of analysis of the user's operating state.
  • This reconfiguration enables even an electrophotographic device (xerographic printer) shared by users operating in different environments to correct the reproduction characteristics of a multi-color image so as to be optimum for features of images that a plurality of users frequently see.
  • the reproduction characteristics of single-color images are corrected using the results of measurement using chart images created using all the image processing methods. Therefore, the reproduction characteristics of single-color images may be accurately corrected, and thus the correction accuracy of multi-color calibration, before which single-color calibration has been appropriately performed, may also be maintained.
  • Another embodiment of the present invention provides a color image processing apparatus comprising: image forming means (115) configured to form a color image using recording materials of a plurality of colors; image processing means (114) configured to implement a plurality of image processing methods that achieve a plurality of types of pseudo-halftone representations; color measurement means (126, 127) configured to perform color measurement of the color image formed by the image forming means; and control means (103) configured to control execution of multi-color calibration in which the color measurement means performs color measurement of a pattern image including a plurality of multi-color patch images formed using recording materials of a plurality of colors by using a smaller number of types of image processing methods than types of a plurality of image processing methods used in single-color calibration for correcting reproduction characteristics of single-color images formed by the image forming means and in which reproduction characteristics of a multi-color image formed by the image forming means are corrected using a result of the color measurement.
  • a further embodiment of the present invention provides a control method for a color image processing apparatus, comprising: an image forming step of forming a color image using recording materials of a plurality of colors; an image processing step of implementing a plurality of image processing methods that achieve a plurality of types of pseudo-halftone representations; a color measuring step of performing color measurement of the color image formed in the image forming step; and a controlling step of controlling execution of multi-color calibration in which color measurement of a pattern image including a plurality of multi-color patch images formed using recording materials of a plurality of colors by using a smaller number of types of image processing methods than types of a plurality of image processing methods used in single-color calibration for correcting reproduction characteristics of single-color images formed in the image forming step is performed in the color measuring step and in which reproduction characteristics of a multi-color image formed in the image forming step are corrected using a result of the color measurement.
  • Embodiments of the present invention can also be realized by a computer of a system or apparatus that reads out and executes computer executable instructions recorded on a storage medium (e.g., non-transitory computer-readable storage medium) to perform the functions of one or more of the above-described embodiment(s) of the present invention, and by a method performed by the computer of the system or apparatus by, for example, reading out and executing the computer executable instructions from the storage medium to perform the functions of one or more of the above-described embodiment(s).
  • the computer may comprise one or more of a central processing unit (CPU), micro processing unit (MPU), or other circuitry, and may include a network of separate computers or separate computer processors.
  • the computer executable instructions may be provided to the computer, for example, from a network or the storage medium.
  • the storage medium may include, for example, one or more of a hard disk, a random-access memory (RAM), a read only memory (ROM), a storage of distributed computing systems, an optical disk (such as a compact disc (CD), digital versatile disc (DVD), or Blu-ray Disc (BD)TM), a flash memory device, a memory card, and the like.
  • any other printer such as an inkjet printer or a thermal printer may be used, and the embodiments of the present invention are not limited to a specific type of printer.
  • a recording material has been described in the context of toner for electrophotographic printing, by way of example.
  • the recording material to be used for printing is not limited to toner, and any other recording material such as ink may be used.
  • the embodiments of the present invention are not limited to a specific type of recording material.

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Facsimile Image Signal Circuits (AREA)
  • Color Image Communication Systems (AREA)
  • Image Processing (AREA)
EP19217636.0A 2012-11-16 2013-10-28 Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image Pending EP3664427A1 (fr)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2012251884A JP6041633B2 (ja) 2012-11-16 2012-11-16 カラー画像処理装置及びその制御方法ならびに画像処理方法を実行するプログラム
JP2012251883A JP2014099830A (ja) 2012-11-16 2012-11-16 カラー画像処理装置及び画像処理方法ならびに画像処理方法を実行するプログラム
EP13190546.5A EP2733917B1 (fr) 2012-11-16 2013-10-28 Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image

Related Parent Applications (2)

Application Number Title Priority Date Filing Date
EP13190546.5A Division EP2733917B1 (fr) 2012-11-16 2013-10-28 Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image
EP13190546.5A Division-Into EP2733917B1 (fr) 2012-11-16 2013-10-28 Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image

Publications (1)

Publication Number Publication Date
EP3664427A1 true EP3664427A1 (fr) 2020-06-10

Family

ID=49551508

Family Applications (2)

Application Number Title Priority Date Filing Date
EP19217636.0A Pending EP3664427A1 (fr) 2012-11-16 2013-10-28 Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image
EP13190546.5A Active EP2733917B1 (fr) 2012-11-16 2013-10-28 Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image

Family Applications After (1)

Application Number Title Priority Date Filing Date
EP13190546.5A Active EP2733917B1 (fr) 2012-11-16 2013-10-28 Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image

Country Status (5)

Country Link
US (2) US9092719B2 (fr)
EP (2) EP3664427A1 (fr)
KR (1) KR101687529B1 (fr)
CN (1) CN103826029B (fr)
BR (1) BR102013028969B1 (fr)

Families Citing this family (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5990093B2 (ja) * 2012-11-29 2016-09-07 キヤノン株式会社 画像処理装置、画像処理方法ならびにプログラム
IN2014DN06211A (fr) * 2014-02-03 2015-10-23 Prosper Creative Co Ltd
US9876943B2 (en) * 2014-08-12 2018-01-23 Xerox Corporation Color managed printing system
WO2016119905A1 (fr) 2015-01-30 2016-08-04 Hewlett-Packard Indigo B.V. Mesure de couleurs et étalonnage d'imprimantes
JP6168105B2 (ja) * 2015-06-11 2017-07-26 コニカミノルタ株式会社 情報処理装置及び情報処理プログラム
JP6507881B2 (ja) * 2015-06-24 2019-05-08 富士ゼロックス株式会社 画像形成装置及びプログラム
JP6624881B2 (ja) * 2015-10-19 2019-12-25 キヤノン株式会社 画像形成装置及びその制御方法
US10416601B2 (en) 2016-01-14 2019-09-17 Hp Indigo B.V. Adjusting imaging apparatuses
JP6742752B2 (ja) * 2016-02-19 2020-08-19 キヤノン株式会社 画像形成装置
JP6952583B2 (ja) * 2017-11-14 2021-10-20 キヤノン株式会社 画像形成装置
JP7091727B2 (ja) * 2018-03-09 2022-06-28 株式会社リコー 診断システム、診断方法、画像形成装置およびプログラム
KR102558290B1 (ko) * 2018-08-30 2023-07-24 삼성전자주식회사 전자 장치 및 그 제어 방법
JP2022006643A (ja) * 2020-06-24 2022-01-13 キヤノン株式会社 印刷装置とその制御方法、及びプログラム
EP3979614A1 (fr) * 2020-09-23 2022-04-06 SCREEN Holdings Co., Ltd. Procédé de correction de données de graphique de couleur et programme de correction de données de graphique de couleur
JP2022099817A (ja) * 2020-12-23 2022-07-05 キヤノン株式会社 画像形成装置、画像形成方法、及び、プログラム
US11831849B2 (en) * 2021-03-10 2023-11-28 Canon Kabushiki Kaisha Information processing device and method of controlling image forming apparatus

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000101836A (ja) 1998-09-28 2000-04-07 Canon Inc 画像形成装置、画像処理方法および記録媒体
JP2004266401A (ja) * 2003-02-28 2004-09-24 Seiko Epson Corp スクリーンガンマテーブルの補正機能を有する画像形成装置
US20070097439A1 (en) * 2005-10-28 2007-05-03 Canon Kabushiki Kaisha Image processing method and apparatus thereof
US20110279833A1 (en) * 2010-05-17 2011-11-17 Seiko Epson Corporation Printer and printing method
US20110299102A1 (en) * 2010-06-03 2011-12-08 Canon Kabushiki Kaisha Image processing apparatus, image processing method, and program for executing the image processing method
US20120051768A1 (en) * 2010-08-27 2012-03-01 Hiroomi Nakatsuji Image Forming Apparatus

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5589954A (en) * 1993-05-28 1996-12-31 Ricoh Company, Ltd. γ-correction curve selecting apparatus and a γ-correction curve creating apparatus
US5987168A (en) * 1997-03-25 1999-11-16 International Business Machines Corporation System, method, and program for converting three dimensional colorants to more than three dimensional colorants
JP2000301807A (ja) * 1999-04-19 2000-10-31 Canon Inc テストパターン記録方法、情報処理装置および記録装置
US6898381B2 (en) * 2001-11-09 2005-05-24 Canon Kabushiki Kaisha Color image forming apparatus and method for controlling the same
JP4641469B2 (ja) * 2005-09-06 2011-03-02 キヤノン株式会社 画像形成装置、画像形成装置の制御方法、プログラム
US8339690B2 (en) * 2007-04-30 2012-12-25 Hewlett-Packard Indigo B.V. Halftone printing with different screens
JP5094298B2 (ja) * 2007-09-14 2012-12-12 キヤノン株式会社 カラー画像形成装置、カラー画像形成装置における色調整方法
US8305642B2 (en) * 2008-12-19 2012-11-06 Xerox Corporation Method and system for correlating of uniformity compensations across halftone screens
JP4725755B2 (ja) * 2008-12-26 2011-07-13 コニカミノルタビジネステクノロジーズ株式会社 プリンタ階調補正方法およびカラーパッチ画像
JP5267806B2 (ja) * 2009-05-01 2013-08-21 株式会社リコー キャリブレーション装置、キャリブレーション方法、プログラムおよび記録媒体
JP5371904B2 (ja) * 2010-01-27 2013-12-18 京セラドキュメントソリューションズ株式会社 画像形成装置
JP5737968B2 (ja) * 2011-01-28 2015-06-17 キヤノン株式会社 画像処理方法および画像処理装置
JP5812765B2 (ja) * 2011-08-29 2015-11-17 キヤノン株式会社 画像形成装置、画像形成方法および文書管理システム

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000101836A (ja) 1998-09-28 2000-04-07 Canon Inc 画像形成装置、画像処理方法および記録媒体
US6603566B1 (en) * 1998-09-28 2003-08-05 Canon Kabushiki Kaisha Image forming apparatus, image processing method, and recording medium
JP2004266401A (ja) * 2003-02-28 2004-09-24 Seiko Epson Corp スクリーンガンマテーブルの補正機能を有する画像形成装置
US20070097439A1 (en) * 2005-10-28 2007-05-03 Canon Kabushiki Kaisha Image processing method and apparatus thereof
US20110279833A1 (en) * 2010-05-17 2011-11-17 Seiko Epson Corporation Printer and printing method
US20110299102A1 (en) * 2010-06-03 2011-12-08 Canon Kabushiki Kaisha Image processing apparatus, image processing method, and program for executing the image processing method
JP2011254350A (ja) 2010-06-03 2011-12-15 Canon Inc 画像処理装置及び画像処理方法ならびに画像処理方法を実行するプログラム
US20120051768A1 (en) * 2010-08-27 2012-03-01 Hiroomi Nakatsuji Image Forming Apparatus

Also Published As

Publication number Publication date
KR101687529B1 (ko) 2016-12-19
CN103826029B (zh) 2017-06-23
BR102013028969B1 (pt) 2023-01-31
EP2733917B1 (fr) 2020-03-11
US20140139883A1 (en) 2014-05-22
CN103826029A (zh) 2014-05-28
US9092719B2 (en) 2015-07-28
EP2733917A1 (fr) 2014-05-21
US20150286907A1 (en) 2015-10-08
BR102013028969A2 (pt) 2014-11-18
KR20140063448A (ko) 2014-05-27
US9836676B2 (en) 2017-12-05

Similar Documents

Publication Publication Date Title
EP2733917B1 (fr) Appareil de traitement d'image couleur, son procédé de commande et programme pour exécuter un procédé de traitement d'image
US11829818B2 (en) Image processing apparatus, image processing method, and program
US11831847B2 (en) Image processing apparatus, image processing method, and program for forming correcting color image data for each paper type
EP2775699B1 (fr) Appareil et procédé de traitement d'image en couleur et programme permettant d'exécuter ledit procédé
KR101672075B1 (ko) 화상 처리 장치, 화상 처리 방법 및 컴퓨터 판독가능 저장매체
JP2014099830A (ja) カラー画像処理装置及び画像処理方法ならびに画像処理方法を実行するプログラム
JP6526134B2 (ja) 画像形成装置、及びその制御方法ならびにコンピュータプログラム
JP6239080B2 (ja) 画像形成装置、及びその制御方法ならびにコンピュータプログラム
JP6041633B2 (ja) カラー画像処理装置及びその制御方法ならびに画像処理方法を実行するプログラム

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE APPLICATION HAS BEEN PUBLISHED

AC Divisional application: reference to earlier application

Ref document number: 2733917

Country of ref document: EP

Kind code of ref document: P

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20201210

RBV Designated contracting states (corrected)

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: EXAMINATION IS IN PROGRESS

17Q First examination report despatched

Effective date: 20220421

GRAP Despatch of communication of intention to grant a patent

Free format text: ORIGINAL CODE: EPIDOSNIGR1

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: GRANT OF PATENT IS INTENDED

INTG Intention to grant announced

Effective date: 20240326